Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement

Though optimization algorithms for fuzzy logic controller (FIC)-based three-phase induction motor (TIM) systems are attractive for improving efficiency, existing methods have limited search capability. Here, the authors report a quantum-inspired lightning search algorithm with enhanced performance.

Bibliographic Details
Main Authors: M. A. Hannan, Jamal Abd. Ali, M. S. Hossain Lipu, A. Mohamed, Pin Jern Ker, T. M. Indra Mahlia, M. Mansor, Aini Hussain, Kashem M. Muttaqi, Z. Y. Dong
Format: Article
Language:English
Published: Nature Portfolio 2020-07-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-020-17623-5
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author M. A. Hannan
Jamal Abd. Ali
M. S. Hossain Lipu
A. Mohamed
Pin Jern Ker
T. M. Indra Mahlia
M. Mansor
Aini Hussain
Kashem M. Muttaqi
Z. Y. Dong
author_facet M. A. Hannan
Jamal Abd. Ali
M. S. Hossain Lipu
A. Mohamed
Pin Jern Ker
T. M. Indra Mahlia
M. Mansor
Aini Hussain
Kashem M. Muttaqi
Z. Y. Dong
author_sort M. A. Hannan
collection DOAJ
description Though optimization algorithms for fuzzy logic controller (FIC)-based three-phase induction motor (TIM) systems are attractive for improving efficiency, existing methods have limited search capability. Here, the authors report a quantum-inspired lightning search algorithm with enhanced performance.
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spelling doaj.art-81b51a93e089458ca9b2380fbb8943752022-12-21T19:25:48ZengNature PortfolioNature Communications2041-17232020-07-0111111110.1038/s41467-020-17623-5Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancementM. A. Hannan0Jamal Abd. Ali1M. S. Hossain Lipu2A. Mohamed3Pin Jern Ker4T. M. Indra Mahlia5M. Mansor6Aini Hussain7Kashem M. Muttaqi8Z. Y. Dong9Department of Electrical Power Engineering, College of Engineering, Universiti Tenaga NasionalGeneral Company of Electricity Production Middle Region, Ministry of ElectricityDepartment of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan MalaysiaDepartment of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan MalaysiaDepartment of Electrical Power Engineering, College of Engineering, Universiti Tenaga NasionalSchool of Information, Systems and Modelling, University of Technology SydneyDepartment of Electrical Power Engineering, College of Engineering, Universiti Tenaga NasionalDepartment of Electrical, Electronic and Systems Engineering, Universiti Kebangsaan MalaysiaSchool of Electrical, Computer and Telecommunications Engineering, University of WollongongSchool of Electrical Engineering and Telecommunications, UNSWThough optimization algorithms for fuzzy logic controller (FIC)-based three-phase induction motor (TIM) systems are attractive for improving efficiency, existing methods have limited search capability. Here, the authors report a quantum-inspired lightning search algorithm with enhanced performance.https://doi.org/10.1038/s41467-020-17623-5
spellingShingle M. A. Hannan
Jamal Abd. Ali
M. S. Hossain Lipu
A. Mohamed
Pin Jern Ker
T. M. Indra Mahlia
M. Mansor
Aini Hussain
Kashem M. Muttaqi
Z. Y. Dong
Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement
Nature Communications
title Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement
title_full Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement
title_fullStr Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement
title_full_unstemmed Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement
title_short Role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement
title_sort role of optimization algorithms based fuzzy controller in achieving induction motor performance enhancement
url https://doi.org/10.1038/s41467-020-17623-5
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